Journal of Computer Applications ›› 2014, Vol. 34 ›› Issue (10): 3009-3013.DOI: 10.11772/j.issn.1001-9081.2014.10.3009
Previous Articles Next Articles
ZHANG Longjian1,ZHANG Zhuo2,FAN Ci'en1,DENG Dexiang1
Received:
2014-04-28
Revised:
2014-06-23
Online:
2014-10-01
Published:
2014-10-30
Contact:
ZHANG Longjian
Supported by:
;General Project Fund
通讯作者:
张龙剑
基金资助:
国家自然科学基金面上项目;CAST创新基金资助项目
CLC Number:
ZHANG Longjian ZHANG Zhuo FAN Ci'en DENG Dexiang. Dual-scale fabric defect detection based on sparse coding[J]. Journal of Computer Applications, 2014, 34(10): 3009-3013.
张龙剑 张卓 范赐恩 邓德祥. 基于稀疏编码的双尺度布匹瑕疵检测[J]. 计算机应用, 2014, 34(10): 3009-3013.
[1]CANDES E J, ROMBERG J K, TAO T. Stable signal recovery from incomplete and inaccurate measurements [J]. Communications on Pure and Applied Mathematics, 2006,59(8):1207-1223.
[2]Shanghai Textile Industry Institute of Technical Supervision. Method of inspection for grey fabric surface defects [S]. Beijing: China Standard Press, 2009.(上海市纺织工业技术监督所. 本色布布面疵点检验方法[S].北京:中国标准出版社,2009.) [3]CHETVERIKOV D, HANBURY A. Finding defects in texture using regularity and local orientation [J]. Pattern Recognition, 2002,35(10):2165-2180. [4]HEIDARI N, AZMI R, PISHGOO B. Fabric textile defect detection, by selecting an suitable subset of wavelet coefficients, through genetic algorithm [J]. International Journal of Image Processing, 2011,5(1):25-35. [5]BASTURK A, KETENCIOGLU H, YUGNAK Z, et al.Inspection of defects in fabrics using Gabor wavelets and principle component analysis [C]// Proceedings of the 2007 9th International Symposium on Signal Processing and Its Applications. Piscataway: IEEE Press, 2007:1-4. [6]TOLBA A S. Neighborhood-preserving cross correlation for automated visual inspection of fine-structured textile fabrics [J]. Textile Research Journal, 2011,81(19):2033-2042. [7]SEZER O G, ERTUZUN A, ERCIL A. Independent component analysis for texture defect detection [J]. Pattern Recognition and Image Analysis, 2004,14(2):303-307. [8]SEZER O G, ERCIL A, ERTUZUN A. Using perceptual relation of regularity and anisotropy in the texture with independent component model for defect detection [J]. Pattern Recognition, 2007,40(1):121-133. [9]ZHOU J, SEMENOVICH D, SOWMYA A, et al.Sparse dictionary reconstruction for textile defect detection [C]// Proceedings of the 2012 11th International Conference on Machine Learning and Applications. Piscataway: IEEE Press, 2012,1:21-26. [10]ZHOU J, WANG J. Fabric defect detection using adaptive dictionaries [J]. Textile Research Journal, 2013,83(17):1846-1859. [11]ZHU Q, WU M, LI J, et al.Fabric defect detection via small scale over-complete basis set [EB/OL]. [2014-02-12]. http://trj.sagepub.com/content/early/2014/03/04/0040517514525880.abstract. [12]TILDA. Textile defect image database [EB/OL]. [2013-10-11]. http://lmb.informatik.uni-freiburg.de/research/dfg-texture/tilde. [13]LEE H, BATTLE A, RAINA R, et al.Efficient sparse coding algorithms [EB/OL]. [2014-02-11]. http://ai.stanford.edu/~hllee/nips06-sparsecoding.pdf. |
[1] | . EE-GAN:Facial expression recognition method based on generative adversarial network and network integration [J]. Journal of Computer Applications, 0, (): 0-0. |
[2] | . Point cloud registration algorithm based on residual attention mechanism [J]. Journal of Computer Applications, 0, (): 0-0. |
[3] | PEI Yiyao, GUO Huiming, ZHANG Danpu, CHEN Wenbo. Robust 3D object detection method based on localization uncertainty [J]. Journal of Computer Applications, 2021, 41(10): 2979-2984. |
[4] | XU Xuebin, ZHANG Jiada, LIU Wei, LU Longbin, ZHAO Yuqing. High-precision classification method for breast cancer fusing spatial features and channel features [J]. Journal of Computer Applications, 2021, 41(10): 3025-3032. |
[5] | WANG Hongyu, ZHANG Yu, YANG Heng, MU Nan. Salient object detection in weak light images based on ant colony optimization algorithm [J]. Journal of Computer Applications, 2021, 41(10): 2970-2978. |
[6] | WEI Chunwu, ZHAO Juanjuan, TANG Xiaoxian, QIANG Yan. Knowledge extraction method for follow-up data based on multi-term distillation network [J]. Journal of Computer Applications, 2021, 41(10): 2871-2878. |
[7] | LI Ziqiang, WANG Zhengyong, CHEN Honggang, LI Linyi, HE Xiaohai. Video abnormal behavior detection based on dual prediction model of appearance and motion features [J]. Journal of Computer Applications, 2021, 41(10): 2997-3003. |
[8] | . Joint detection and tracking algorithm of target in aerial refueling [J]. Journal of Computer Applications, 0, (): 0-0. |
[9] | . Multiple drones real-time tracking algorithm based on improved PP-YOLO and Deep-SORT [J]. Journal of Computer Applications, 0, (): 0-0. |
[10] | . Lightweight face recognition method based on deep residual network [J]. Journal of Computer Applications, 0, (): 0-0. |
[11] | WANG Hebing, ZHANG Chunmei. Facial landmark detection based on ResNeXt with asymmetric convolution and squeeze excitation [J]. Journal of Computer Applications, 2021, 41(9): 2741-2747. |
[12] | ZHANG Xiaofei, YANG Yang, HUANG Jiajin, ZHONG Ning. Degree centrality based method for cognitive feature selection [J]. Journal of Computer Applications, 2021, 41(9): 2767-2772. |
[13] | JI Zhangjian, REN Xingwang. Object tracking algorithm of fully-convolutional Siamese networks with rotation and scale estimation [J]. Journal of Computer Applications, 2021, 41(9): 2705-2711. |
[14] | . Multiply distorted type judgement method based on multi-scale and multi-classifier of convolutional neural network [J]. Journal of Computer Applications, 0, (): 0-0. |
[15] | . Solar speckle image deblurring method with gradient guidance based on generative adversarial network [J]. Journal of Computer Applications, 0, (): 0-0. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||